trading-analyzer

Trading Analyzer Skill

Multi-source market analysis combining cryptocurrency and stock data with AI-powered insights.

Quick Start

Analyze Cryptocurrency

# List available TradingView tools
mcporter list tradingview-mcp

# Analyze a specific coin
mcporter call tradingview-mcp.coin_analysis symbol=BTCUSDT exchange=BINANCE timeframe=15m

# Find bullish coins
mcporter call tradingview-mcp.top_gainers exchange=BINANCE timeframe=4h limit=25

# Detect volume breakouts
mcporter call tradingview-mcp.volume_breakout_scanner exchange=KUCOIN timeframe=15m volume_multiplier=2.0

Analyze Stock

# List available Alpha Vantage and Yahoo Finance tools
mcporter list alphavantage
mcporter list yahoo-finance-server

# Get company fundamentals
mcporter call alphavantage.get_ticker_info symbol=AAPL

# Fetch latest news
mcporter call yahoo-finance-server.get_ticker_news symbol=AAPL count=10

# Get stock price history
mcporter call alphavantage.get_price_history symbol=AAPL period=1y interval=1d

# Get earnings data
mcporter call alphavantage.ticker_earning symbol=AAPL period=quarterly

Common Use Cases

1. Quick Crypto Analysis

# 1. Get immediate technical overview
mcporter call tradingview-mcp.coin_analysis symbol=BTCUSDT

# 2. Identify breakout opportunities
mcporter call tradingview-mcp.smart_volume_scanner \
  exchange=BINANCE min_volume_ratio=2.0 min_price_change=2.0

# 3. Find bullish signals
mcporter call tradingview-mcp.top_gainers exchange=BINANCE timeframe=4h

2. Fundamental Stock Research

# 1. Get company metrics
mcporter call alphavantage.get_ticker_info symbol=TSLA

# 2. Get sentiment from latest news
mcporter call yahoo-finance-server.get_ticker_news symbol=TSLA count=5

# 3. Confirm trend with historical data
mcporter call alphavantage.get_price_history symbol=TSLA period=1y interval=1d

3. Market Screening

Use crypto screeners to identify opportunities:

# Top performers
mcporter call tradingview-mcp.top_gainers exchange=BINANCE timeframe=1h limit=50

# Volume + momentum
mcporter call tradingview-mcp.smart_volume_scanner \
  exchange=KUCOIN min_volume_ratio=3.0 rsi_range=oversold

# Top stock sectors
mcporter call yahoo-finance-server.get_top_entities \
  entity_type=performing_companies sector=technology count=10

4. Consolidated Report

Combine multiple data sources for comprehensive analysis - use scripting or agent calls to orchestrate these tool calls together.

MCP Tools Reference

TradingView (Crypto Analysis)

Tool	Purpose
coin_analysis	Detailed analysis on specific coin (indicators, metrics)
smart_volume_scanner	Volume + RSI + price change combination scan
volume_breakout_scanner	Coins with volume and price breakouts
top_gainers	Best performing coins (Bollinger Band filtered)
top_losers	Worst performing coins
advanced_candle_pattern	Progressive candle size patterns across timeframes
consecutive_candles_scan	Growing/shrinking consecutive candles

Alpha Vantage (Stock Data)

Tool	Purpose
get_ticker_info	Company fundamentals, metrics, governance
get_price_history	Historical OHLC data for trend analysis
ticker_earning	Earnings data and upcoming dates

Yahoo Finance (Market Intelligence)

Tool	Purpose
get_ticker_news	Recent news articles with sentiment
get-top-entities	Top stocks/ETFs by sector

Configuration

Exchange Options (Crypto)

• BINANCE (default highest liquidity)
• KUCOIN
• BYBIT

Timeframes (Crypto)

• 5m, 15m, 1h, 4h, 1D (default), 1W, 1M

Output Formats

• markdown (default) - Formatted report
• json - Raw data structure

Asset Detection

Automatically routes to correct analyzer:

1. Crypto: Ends with USDT, USDC, BTC, ETH, BNB OR common crypto pairs (BTC, ETH, SOL, ADA)
2. Stock: 1-5 letter tickers (AAPL, TSLA, MSFT)
3. Fallback: Attempts stock lookup first, then crypto

Example Reports

Crypto Report Structure

# Trading Analysis: BTCUSDT

## Price Overview
Current: $45,200 (-2.3%) | 24h High: $46,100 | Low: $44,800
Volume: $28.5B | Change: -$1,050

## Technical Analysis (1D)
Trend: Bearish | RSI: 35 (Oversold) | MACD: Negative
Bollinger Bands: Below MA | Support: $44,200 | Resistance: $46,500

## Market Data
Exchange: BINANCE | Sentiment: Neutral-Bearish

## Recommendation
Signal: HOLD | Risk: Moderate

Stock Report Structure

# Trading Analysis: AAPL

## Price Overview
Current: $278.12 (+0.80%) | Open: $277.12 | Volume: 50.4M
52-week High: $305.25 | Low: $201.50

## Company Fundamentals
P/E Ratio: 28.5 | Market Cap: $2.8T | Dividend: 0.92%
Revenue Growth: 2.3% | Profit Margin: 28.1%

## Latest News (5 articles)
1. "Apple announces AI features" - CNBC (2h ago) [Positive]
2. "Q1 earnings beat estimates" - Reuters (1d ago) [Positive]

## Recommendation
Outlook: BULLISH | Target: $295 | Risk: Low

Error Handling

• Graceful fallback if MCP server unavailable
• Partial reports if single data source fails
• Caching support for repeated queries
• Clear error messages with retry guidance

Performance Notes

• Cache queries within 5-minute windows
• Parallel data fetching for multi-source reports
• Typical analysis time: 2-5 seconds per asset

Troubleshooting

# Verify MCP servers running
echo "Check .vscode/mcp.json configuration"

# Debug API keys
echo "Ensure Alpha Vantage API key is set"

# Test connectivity
python3 -c "import requests; print(requests.__version__)"

Extensions

To add new data sources:

1. Create new analyzer in analyzers/ directory
2. Implement analyze(symbol, options) interface
3. Register in routing logic
4. Update tools reference

License

MIT